Recent Advances in Material, Manufacturing, and Machine Learning (eBook, ePUB)

Proceedings of 1st International Conference (RAMMML-22), Volume 1
Redaktion: Gupta, Rajiv; Chadge, R. B.; Giri, Jayant; Shrivastava, Naveen Kumar; Patil, Awanikumar P.; Deshmukh, Devendra

• Format: ePub

Produktbeschreibung

These proceedings bring together both industrial and academic professionals to exchange and share their experiences, most recent innovations, trends and research results on all aspects of Advances in Materials, Manufacturing and Machine Learning.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 792
• Erscheinungstermin: 26. Mai 2023
• Englisch
• ISBN-13: 9781000820850
• Artikelnr.: 67737191

Autorenporträt

Rajiv Gupta; North Carolina State University, Raleigh, NC, United States Devendra Deshmukh; Indian Institute of Technology, Indore Awanikumar P. Patil; Visvesvaraya National Institute of Technology, Nagpur Naveen Kumar Shrivastava; Birla Institute of Technology and Science, Pilani, Dubai (UAE) Jayant Giri; Associate Professor, Department of Mechanical Engineering, Yeshwantrao Chavan College of Engineering, Nagpur R.B. Chadge; Assistant Professor, Department of Mechanical Engineering, Yeshwantrao Chavan College of Engineering, Nagpur

Inhaltsangabe

List of Tables and Figures xi



Foreword xxix



Preface xxxi

Chapter 1 An investigation on waste plastic materials for hydro carbon fuel production using alternative energy sources 1



Lavepreet Singh, Kaushalendra Dubey, Shreyansh Gupta, and Rahul Katiyar



Chapter 2 Research on the flexible transfer function of DC motor utilizing MATLAB software 8



Machina Tharuneswar, Metta Jagadeesh, Gurmail Singh Malhi, and

Md Helal Miah



Chapter 3 Solution of fractional differential equation and its applications in fluid mechanics 23



Eman Ali Ahmed Ziada



Chapter 4 Social network analysis for predicting students' dropouts and performance using

e-learning 37



Samuel-Soma M. Ajibade, Oluwadare Joshua Oyebode, Sushovan Chaudhury, Odafe

Martin Ebere, Gloria Ekene Amadi, and Geovanny Genaro Reivan Ortiz



Chapter 5 Optimal scheduling methodology for machines, tool transporter and tools in

a multi-machine flexible manufacturing system without tool delay using flower

pollination algorithm 43



Sivarami Reddy Narapureddy, Padma Lalitha Mareddy, Chandra Reddy Poli, and

Sunil Prayagi



Chapter 6 Simultaneous scheduling of machines and tools without tool delay using crow

search algorithm 55



Padma Lalitha Mareddy, Sunil Prayagi, Sivarami Reddy Narapureddy, Hemantha Kumar, A.,

and Lakshmi Narsimhamu K.



Chapter 7 New Tool (DGSK-XGB) for forecasting multi types of gas (T2E3A) based

on intelligent analytics 66



Hadeer Majed, Samaher Al-Janabi, and Saif Mahmood



Chapter 8 Experimental investigation on the frictional losses of a twin cylinder CI engine with

pertinent utilization of polymethacrylate blend with conventional lubricants 78



Rupesh, P. L., Raja K., S. V. S. Subhash, Shiksha Tiwari,

K. Rajesh, Babu, and K. Pranay, Chowdary



Chapter 9 Intermittent renewable energy sources for green and sustainable environment - a study 87



Pratheesh Kumar S., Dinesh R., Balaganesh S., and Vijayakumar V.



Chapter 10 Evolution, revolution and future of plastics for an eco-friendly environment 95



Pratheesh Kumar S., Dinesh R., Balaganesh S., and Vijayakumar V.



Chapter 11 Effect of fine recycled aggregates on strength and durability properties

of concrete - A review 105



Mohd Imran, Mandeep Kaur, and Humaib Nasir



Chapter 12 Analysis of a rocket ozzle using method of characteristics 117



Vinayak H. Khatawate, Aniruddha Mallick, Dhaval Bhanushali, and Greeshma Gala



Chapter 13 Building integrated system to generation DC-power based on renewable energy 129



Ihab Al-Janabi, Samaher Al-Janabi, Monaria Hoshmand, and

Saeed Khosroabadi



Chapter 14 An innovative predictor (ZME-DEI) for generation electrical renewable energy

from solar energy 137



Zainab K. Al-Janabi and Samaher Al-Janabi



Chapter 15 Application of additive manufacturing in orbital-bone fracture reconstruction surgery 151



Deepak Shirpure, Prajwal Gedam, Jayant Giri, Aniket Mandlekar, Atharva Wankhede,

Atharva Chaudhari, Mohanish Khotele, and Rajkumar Chadge



Chapter 16 CFD analysis of vortex tube using multiple nozzles 157



Neeraj Sunheriya, Amey Bhoyar, Jayant Giri, R. B. Chadge, Chetan Mahatme,

and Pratik Lande



Chapter 17 Data pre-processing using descriptive statistics for mathematical modeling 175



Pallavi Jayant Giri and Prashant Patil



Chapter 18 Prediction of response parameter for turning AISI 4340 steel using hybrid

taguchi-ANN method (HTAM) 184



Prashant D. Kamble, Atul C. Waghmare, Ramesh D. Askhedkar, and

Shilpa B. Sahare



Chapter 19 Critical study on the characterstics of industrial byproducts as fine aggregate

on the performance of concrete 194



B. V. Bahoria, R. S. Berad, and S. A. Pande



Chapter 20 Cupronickel omposites: An overview of recent progress and applications 205



Ajay D. Pingale, Ayush Owhal, Anil S. Katarkar, Sachin U. Belgamwar, and

Jitendra S. Rathore



Chapter 21 The significance of fine aggregates on strength and shrinkage properties

of mortar (1:4) 213



Aaquib. R. Ansari and Anmol W. Dongre



Chapter 22 Optimisation of sewing workstation parameters to reduce low back compressive

load for sewing operator 220



Somdatta Tondre, Tushar Deshmukh, and Rajesh Pokale



Chapter 23 Monitoring and correction of power factor for residential loads 228



Y. Y. Dhage, R. R.Tambekar, R. B. Lasurkar, L. Dhole, P. J. Kathote,

and Atul Lilhare



Chapter 24 Mathematical Modelling different parameters with friction stir processing

for future applications 235



Bazani Shaik, P. Siddik Ali, and M. Muralidhara Rao



Chapter 25 Assessment of dimensional overcut induced during EDM of Die Steel D3 241



Ajaj Khan, Abdul Jabbar Ansari, and Syed Asghar Husain Rizvi



Chapter 26 Databases for machine learning: A journey from SQL to NOSQL 248



Dipali Meher, Baljeet Kaur, Alaknanda N. Pawar, and Sheetal Parekh



Chapter 27 Optimum solution of goal programming problem by modified Charnes penalty method 258



Monali G. Dhote and Girish M. Dhote



Chapter 28 A review on implementation of artificial intelligence techniques with smart grid 269



Ankur Kumar Gupta and Rishi Kumar Singh



Chapter 29 Smart micro-grid model to generated renewable energy based on embedded

intelligent and FPGA 278



Ihab Al-Janabi and Samaher Al-Janabi



Chapter 30 Fossil energy formation and its significance in earth's energy resources 294



Pratheesh Kumar S., Rajesh R., Jayasuriya J., Lokes Arvind K., Santhosh B.,

and Madhan Kumar S.



Chapter 31 Advances in reclaimed asphalt pavement-geopolymer as subbase or base layer

or aggregate in pavements - a review 303



Tehmeena Bashir, Humaib Nasir, and Mandeep Kaur



Chapter 32 Study on fresh properties of self-compacting concrete blended with sugarcane

bagasse ash, metakaolin and glass Fibre 311



Monali Wagh and U. P. Waghe



Chapter 33 Transfer Learning for Glaucoma Detection 319



Shreshtha Gole, Neeraj Rangwani, Prachi Yeskar, Aishwarya Vyas,

Parag Jibhakate, and Kanchan Dhote



Chapter 34 Experimental evaluation and correlation of plasma transferred arc welding

parameters with hardfacing defects 326



Sachin Kakade, Ajaykumar Thakur, Sanjay Patil, and Dhiraj Deshmukh



Chapter 35 Lead generation strategy for an organisation through salesforce experience

cloud: a case study for YCCE 332



Ganesh Yenurkar, Ganesh Khekare, Nupur Bagul, Saylee Prakashe,

Punam Bandhate, and Shreya Pillai



Chapter 36 Innovative model development for enhancing the serviceability of flexible pavement

using fea 344



Meghana Dongre, Yogesh Kherde, Devendra Y. Shahare,

Aniket Pathade, and Snehal Banarse



Chapter 37 Research on key charrecteristics of aircraft product assembly process to improve

assembly accuracy 352



Md Helal Miah, Dharmahinder Singh Chand, and Gurmail Singh Malhi



Chapter 38 Performance analysis of conventional inverters driven SVM-PMSM drive 359



Rakesh G. Shriwastava, Nilesh C. Ghuge, D. D. Palande, and Ashwini Tidke



Chapter 39 Enviro-economic study of sustainable multi-crystalline silicon based solar photovoltaic

powered irrigation system for Indian rural areas 369



Kaushalendra Kumar Dubey, Rohit Tripathi, Kapil Rajput, Lavepreet Singh, RS Mishra,

and Gunjan Aggarwal



Chapter 40 Optimising feature selection technique through machine learning for intrusion

detection system 377



Pandurang V. Chate, Sunil B. Mane, and Rohini Y. Sarode



Chapter 41 Evaluation of prediction performance for K-Nearest neighbour, random forest

algorithm and extreme gradient boosting algorithms in the forecasting of fault

diagnosis for roller bearings 385



Ayyappa, T., I.V. Manoj, Shridhar Kurse, Jayant Kumar, and Tilak Bhattacharyya



Chapter 42 Fabrication and characterization of nanoencapsulated phyto-compounds 395



Prasad Sherekar, Roshni Rathod, Harsha Pardeshi, Sanvidhan G. Suke,

and Archana Dhok



Chapter 43 Influence of process parameters on electric discharge machining of DIN 1.2714 steel 400



Harvinder Singh, Santosh Kumar, and Swarn Singh



Chapter 44 Stacked classifier for network intrusion detection system 411



D. P. Gaikwad, D. Y. Dhande, and A. J. Kadam



Chapter 45 Paper classification of dental images using teeth instance segmentation for dental

treatment 418



D. P. Gaikwad, V. Joshi, and B. S. Patil



Chapter 46 Recent Practices and Development in the Wire EDM process 425



Dipak P. Kharat, M. P. Nawathe, and C. R. Patil



Chapter 47 Influence of vegetable oil based hybrid nano cutting fluids in titanium alloy machining 433



Vashisht Kant, Khirod Kumar Mahapatro, and P. Vamsi Krishna



Chapter 48 Improvement in student performance using 4QS and machine learning approach 440



Ruchita A. Kale and Manoj K. Rawat



Chapter 49 Tribological behaviour of Nickel treated with Silicon Nitride prepared through

powder metallurgy route 452



Rajneesh Gedam and Nitin Dubey



Chapter 50 Drop test finite element analysis of different grades of ASTM A500 for structural

lifting frame 457



Ashish Kumar Shrivastava, Ashish Kumar Sinha, Abhishek Choubey, Neha Choubey,

Manish Billore, and Juber Hussain Qureshi



Chapter 51 Verilog implementation of AES 256 algorithm 464



Ankita Tijare, Prajwal Yelne, Ankit Mindewar, and Khushboo Borgaonkar



Chapter 52 Wrapper-based feature selection on ransomware detection using machine learning 469



Rushikesh A. Pujari and Pravin S. Revankar



Chapter 53 Combined effect of split injection and EGR on performance and emission of

small diesel engine 475



Dond Dipak Kisan and Gulhane Nitin Parashram



Chapter 54 An intuitive and structured detection system for facial mask using YOLO

and VGG-19 to limit COVID-19 485



Diviya M., Hemapriya N., Charulatha B. S., and Subramanian M.



Chapter 55 Public acceptance of drones: An approach 493



M. Junaid Qureshi, AkshayKumar V. Kutty, Jayant Giri, Abhiram Dapke, Pallavi Giri,

R. B. Chadge, and Neeraj Sunheriya



Chapter 56 Challenges and recent advances in automated plant disease recognition

and classification using deep learning and machine learning 504



Vaishali G. Bhujade, G. H. Waghmare, and V. K. Sambhe



Chapter 57 Development of a new piped irrigation network for micro irrigation using cropwat and

epanet model 512



Pooja Somani, Avinash Garudkar, and Shrikant Charhate



Chapter 58 Application of value stream mapping for effective implementation of the lean system

in the small scale industry 521



Ajay Bonde, Shrikant Jachak, Akshad Soman, Aniruddha Jagirdar, Aadarsh Pandit,

and Satvik Koli



Chapter 59 Fluidised bed dryer for agricultural products: An approch 528



Vivek M. Korde, Jayant P. Giri, Narendra J. Giradkar, and Rajkumar B. Chadge



Chapter 60 A multi-source fused model for stock prediction using technical and linguistic

analysis via ensemble learning 536



Charanjeet Dadiyala and Asha Ambhaikar



Chapter 61 Simultaneous electrodeposition and electrochemical machining process planning

methodology 551



Vimal Kumar Deshmukh, Sanju Verma, Nihal Pratik Das, Mridul Singh Rajput,

and H.K. Narang



Chapter 62 Aerodynamics and combustion of a realistic annular gas turbine combustor:

A simulation study 558



Nguyen Ha Hiep and Nguyen Quoc Quan



Chapter 63 Comparative study of employing PSO-ANN and BP-ANN to model delamination

factor in CFRP/Ti6Al4V drilling 566



Aakash Ghosh, Aryan Sharma, Navriti Gupta, and Ranganath Muttana Singari



Chapter 64 Use of machine learning and financial risk profiling for sentiment analysis 574



Sheetal Thomas, Mridula Goel, Parul Verma, and Gunjan Chhablani



Chapter 65 Optimisation of airfoil shape based on lift and efficiency using genetic algorithms

with PARSEC method 583



Vinayak H. Khatawate, Raj Anadkat, and Tanmay Parekh



Chapter 66 Comparative analysis of texture segmentation using RP, PCA and Live wire

for Arial images 590



Pradnya A. Maturkar and Mahendra A. Gaikwad



Chapter 67 Study of surface wettability to enhance the nucleate pool boiling heat transfer

coefficient: A review 599



Niloy Laskar, Anil S. Katarkar, Biswajit Majumder, Abhik Majumder,

and Swapan Bhaumik



Chapter 68 Application of PLM in industry 4.0 environment 608



Yashwanth Jerripothula and Girish Bhiogade



Chapter 69 Factor affecting the thermal conductivity of nanofluids - A Review 617



Dharmender Singh Saini and S. P. S. Matharu



Chapter 70 Finite element analysis of alloy based hip implant under static loading conditions 625



Mahendra Singh, Dharmender Singh Saini, S. P. S. Matharu, and Mobassir Salim



Chapter 71 Localisation of brain tumor from brain MRI images using deep learning 635



Rakhi Wajgi, Jitendra Tembhurne, Hemant Pendharkar, and Onkar Deshpande



Chapter 72 A novel approach of word sense disambiguation for marathi language using machine

learning 643



Ujwalla Gawande, Swati Kale, and Chetana Thaokar



Chapter 73 Development of methodology and process of Soil stabilisation using fly ash

and plastic waste 654



J. M. Raut, S. R. Khandeshwar, P.B. Pande, Nikita Ingole, Radhika Shrawankar,

and Urvesh Borkar



Chapter 74 Generic recommendation system based on web usage mining concept 664



Arnav Ekapure and Aarti Karande



Chapter 75 Fabrication of hydrophobic textured surface using reverse micro EDM (RMEDM) 672



Sagar R. Dharmadhikari, Sachin A. Mastud, Shital V. Bharate, Aditi K. Dhale,

and Saurav R. Yadav



Chapter 76 A comparative analysis of different methods for predicting speech in a noisy signal 679



Keerti Kulkarni and P. A. Vijaya



Chapter 77 Deep learning model for the brain tumour detection and classification 687



Supriya Thombre, Mohini Mehare, Durvesh Manusmare, Riya Kharwade,

Mandar Shende, and Vaishali D. Tendolkar



Chapter 78 An experimental study of primitive prediction of crop prices using machine learning 694



Smita Kapse, Devendra Raut, Pushkar Kukde, Shrunkhala Fulzele, Sakshi Meshram,

Prathamesh Bhalerao, and Shital Telrandhe



Chapter 79 Design novel algorithm for sentimental data classification based on hybrid

machine learning 703



Jyoti Srivastava and Neha Singh



Chapter 80 Design and development of bull operated mulching machine suitable for small

scale farmers in India 710



Sandip S. Khedkar, Abhiroop Sarkar, Aditya Sankale, Ameya Kumbhare,

Arpit Mishra, and Ashish Yesankar



Chapter 81 Experimental and numerical analysis of jet impingement heating on cylindrical body 720



Ashvin Amale, Neeraj Sunheriya, R. B. Chadge, Pratik Lande, Jayant Giri, and

S. G. Mahakalkar



Chapter 82 A cost-effective water management framework for reuse of grey water in thermal

power plant boilers on usage of biomaterials 735



Raja K., Rupesh P. L., Vivek Panyam Muralidharan, S. V. S. Subhash, and

K. Pranay Chowdary



Chapter 83 Experimental optimisation of crushing parameters in stone crusher using

taguchi method 744



Shubhangi P. Gurway and Padmanabh A. Gadge



Chapter 84 Automated classification of ovarian tumors using GLCM and Tamura features

with Light GBM classifier 755



Smital Dhanraj Patil, Pramod Jagan Deore, and Vaishali Bhagwat Patil